W.A.L.T

W.A.L.T produces 1080p videos with human-like motion fluidity using novel flow-based generation. Researchers advance video realism while creators access cinematic quality without motion capture. Temporal super-resolution achieves smooth 60fps from low-frame training. Text prompts generate complex human actions, natural physics, and environmental interactions with unprecedented motion coherence. Character consistency maintained across long sequences while camera control enables cinematic shots. Multi-subject scenes handle occlusions and interactions naturally. Academic research demonstrates scaling laws for video generation beyond images. Evaluation benchmarks establish new state-of-the-art motion quality. Code release enables reproduction and extension. Free academic release includes model checkpoints and training pipeline. Research-focused - lacks commercial optimizations. High-res output demands significant VRAM.